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Efficient Methods for Large-Scale Unconstrained Optimization
This contribution contains a description of efficient methods for large scale unconstrained optimization. Many of them have been developed recently by the authors bundlemethods for partially separable nonsmooth
BA - Obecná matematika
- 2006 •
- D
Rok uplatnění
D - Stať ve sborníku
Algorithm 896: LSA: Algorithms for Large-Scale Optimization
We present 14 basic Fortran subroutines for large-scale unconstrained and box constrained optimization and large-scale systems of nonlinear equations. Subroutines, based on various strategies, are intended...
BB - Aplikovaná statistika, operační výzkum
- 2009 •
- Jx
Rok uplatnění
Jx - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)
Variable Metric Method for Minimization of Partially Separable Nonsmooth Functions
In this contribution, we propose a new partitioned variable metric method for minimization nonsmooth partially separable functions. After a short introduction, the complete algorithm is introduced and some implementation details are given. W...
BA - Obecná matematika
- 2006 •
- Jx
Rok uplatnění
Jx - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)
Optimization Program Library
The library contains subroutines for solving basic smooth and nonsmooth optimization problems, which can be called from programs prepared by the user. These subroutines do not need UFO system support and can be used individually. On...
JC - Počítačový hardware a software
- 2007 •
- X
Rok uplatnění
X - Nezařazeno
Interior-point Method for Large-Scale l1 Optimization
In this paper, we propose an interior-point method for large sparse l1 optimization. After a short introduction, the complete algorithm is introduced and some implementation details are given. We prove that this algorithm is globall...
BA - Obecná matematika
- 2006 •
- D
Rok uplatnění
D - Stať ve sborníku
Primal Interior-Point Method for Large Sparse Minimax Optimization
In this paper, we propose a primal interior-point method for large sparse minimax optimization. After a short introduction, the complete algorithm is introduced convergent under standard mild assumptions. Thus the large spa...
BA - Obecná matematika
- 2009 •
- Jx
Rok uplatnění
Jx - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)
Variable Metric Method for a Class of Large Scale Non-Smooth Functions
In this contribution, we propose a new partitioned variable metric method for minimizing nonsmooth partially separable functions. After a short introduction, the complete algorithm is introduced and some implementation details are given. We ...
BA - Obecná matematika
- 2006 •
- D
Rok uplatnění
D - Stať ve sborníku
Software for Universal Functional Optimization
UFO is an interactive system for universal functional optimization that serves for solving a broad class of continuous optimization problems including standard and large-scale smooth and nonsmooth nonlinea...
BA - Obecná matematika
- 2006 •
- X
Rok uplatnění
X - Nezařazeno
Variable Metric Methods for Unconstrained Optimization and Nonlinear least Squares.
or limited-memory updates are very efficient on large-scale sparse problems. Very approximation and nonsmooth optimization. An extensive review of variable metric methods and their use in various optimization<...
BA - Obecná matematika
- 2000 •
- Jx
Rok uplatnění
Jx - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)
Distributed Stochastic Nonsmooth Nonconvex Optimization
Distributed consensus optimization has received considerable attention in recent years and several distributed consensus-based algorithms have been proposed for (nonsmooth) convex and (smooth) nonconvex objective functions. However,...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2022 •
- Jimp •
- Link
Rok uplatnění
Jimp - Článek v periodiku v databázi Web of Science
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